Towards compute-efficient Byzantine-robust federated learning with fully homomorphic encryption
Siyang Jiang, Hao Yang, Qipeng Xie, Chuan Ma, Sen Wang, Zhe Liu, Tao Xiang, Guoliang Xing
Topics & Concepts
Computer scienceHomomorphic encryptionEncryptionDistributed computingInformation leakageCryptographyComputer securityCryptographic primitiveExploitVulnerability (computing)CiphertextTheoretical computer scienceElGamal encryptionInformation sensitivityMultiple encryptionRedundancy (engineering)Attribute-based encryptionMalleabilitySortingAbstractionPrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques